Powering Socratic oral learning, quantitative trading algorithms, high-dimensional vector search pipelines, and autonomous marketing engines.
Stop passive reading. Master every subject through real-time interactive Socratic oral examinations.
Powered by gemini-2.5-flash-lite, VivaAI conducts fast 3-minute oral examinations, grills students on edge cases, maps cognitive blindspots, and generates personalized remedial study notes.
Quantitative strategy laboratories, automated backtesting engines, and real-time market telemetry.
Automated strategy hypothesis evaluation, high-frequency backtesting, and portfolio win-rate analytics.
Real-time liquidity heatmaps, macro news sentiment processing, and cross-asset correlation matrices.
High-dimensional vector embeddings, sub-10ms retrieval pipelines, and LLM evaluation benchmarks.
import vector_acadmyai as va
client = va.Client(api_key="vec_live_705870126159")
results = client.search(
collection="academic_kb",
query="Socratic oral examination algorithm",
top_k=3
)
print("Top Match:", results[0].score, results[0].text)Multi-channel ad copy generation, campaign optimization, and audience telemetry.
Autonomous AI marketing system that creates high-converting ad copy, tests campaign variations, and optimizes conversion rates on autopilot.